C# Class AForge.Neuro.ActivationNetwork

Activation network

Activation network is a base for multi-layer neural network with activation functions. It consists of activation layers.

Inheritance: Network

Public Methods

Method	Description
ActivationNetwork ( IActivationFunction function, int inputsCount ) : System	Initializes a new instance of the ActivationNetwork class. The new network is randomized (see ActivationNeuron.Randomize method) after it is created.
SetActivationFunction ( IActivationFunction function ) : void	Set new activation function for all neurons of the network. The method sets new activation function for all neurons by calling ActivationLayer.SetActivationFunction method for each layer of the network.

Initializes a new instance of the ActivationNetwork class.

The new network is randomized (see ActivationNeuron.Randomize method) after it is created.

public ActivationNetwork ( IActivationFunction function, int inputsCount ) : System
function	IActivationFunction	Activation function of neurons of the network.
inputsCount	int	Network's inputs count.
return	System

Set new activation function for all neurons of the network.

The method sets new activation function for all neurons by calling ActivationLayer.SetActivationFunction method for each layer of the network.

public SetActivationFunction ( IActivationFunction function ) : void
function	IActivationFunction	Activation function to set.
return	void